{"id":70813,"date":"2023-03-22T06:58:21","date_gmt":"2023-03-22T13:58:21","guid":{"rendered":"https:\/\/github.blog\/?p=70813"},"modified":"2024-05-21T11:30:58","modified_gmt":"2024-05-21T18:30:58","slug":"github-copilot-x-the-ai-powered-developer-experience","status":"publish","type":"post","link":"https:\/\/github.blog\/news-insights\/product-news\/github-copilot-x-the-ai-powered-developer-experience\/","title":{"rendered":"GitHub Copilot X: The AI-powered developer experience"},"content":{"rendered":"<p>At GitHub, our mission has always been to innovate ahead of the curve and give developers everything they need to be happier and more productive in a world powered by software. When we began experimenting with large language models several years ago, it quickly became clear that generative AI represents the future of software development. We partnered with OpenAI to create <a href=\"https:\/\/github.com\/features\/copilot\/\">GitHub Copilot<\/a>, the world\u2019s first at-scale generative AI development tool made with OpenAI\u2019s Codex model, a descendent of GPT-3.<\/p>\n<p>GitHub Copilot started a new age of software development as an AI pair programmer that keeps developers in the flow by auto-completing comments and code. And less than two years since its launch, GitHub Copilot is already <a href=\"https:\/\/github.blog\/2023-02-14-github-copilot-for-business-is-now-available\/\">writing 46% of code<\/a> and helps<a href=\"https:\/\/github.blog\/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness\/\"> developers code up to 55% faster<\/a>.<\/p>\n<p><a href=\"https:\/\/github.com\/features\/copilot?utm_source=blog&amp;utm_medium=blogB&amp;utm_campaign=cta&amp;utm_content=copilot\"><img data-recalc-dims=\"1\" decoding=\"async\" loading=\"lazy\" class=\"aligncenter size-large wp-image-74436 width-fit\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/08\/1200x300-Blog_Ad-Master-1-1.png?w=1024&#038;resize=1024%2C257\" alt=\"\" width=\"1024\" height=\"257\" srcset=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/08\/1200x300-Blog_Ad-Master-1-1.png?w=1200 1200w, https:\/\/github.blog\/wp-content\/uploads\/2023\/08\/1200x300-Blog_Ad-Master-1-1.png?w=300 300w, https:\/\/github.blog\/wp-content\/uploads\/2023\/08\/1200x300-Blog_Ad-Master-1-1.png?w=768 768w, https:\/\/github.blog\/wp-content\/uploads\/2023\/08\/1200x300-Blog_Ad-Master-1-1.png?w=1024 1024w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<p><strong>But AI-powered auto-completion is just the starting point.<\/strong> Our R&amp;D team at <a href=\"https:\/\/githubnext.com\/\">GitHub Next<\/a> has been working to move past the editor and evolve GitHub Copilot into a readily accessible AI assistant throughout the entire development lifecycle. This is <a href=\"https:\/\/github.com\/features\/preview\/copilot-x\">GitHub Copilot X<\/a>\u2014our vision for the future of AI-powered software development. We are not only adopting OpenAI\u2019s new GPT-4 model, but are introducing chat and voice for Copilot, and bringing Copilot to pull requests, the command line, and docs to answer questions on your projects.<\/p>\n<p class=\"purple-text text-gradient-purple-coral mt-6 mb-6\">With AI available at every step, we can fundamentally redefine developer productivity. We are reducing boilerplate and manual tasks and making complex work easier across the developer lifecycle. By doing so, we\u2019re enabling every developer to focus all their creativity on the big picture: building the innovation of tomorrow and accelerating human progress, today.<\/p>\n<p>Let\u2019s jump in.<\/p>\n<blockquote><p>\n  <strong><strong>Want to see what&#8217;s new?<\/strong><\/strong> <strong>\u00a0<\/strong>Discover GitHub Copilot X\u2014our vision for the future of AI-powered software development. <a href=\"https:\/\/github.com\/features\/preview\/copilot-x\">Learn more &gt;<\/a>\n<\/p><\/blockquote>\n<figure id=\"attachment_70862\"  class=\"wp-caption aligncenter mx-0\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"4800\" height=\"2520\" loading=\"lazy\" class=\"width-fit size-large wp-image-70862 width-fit\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=1024&#038;resize=4800%2C2520\" alt=\"A graphic showing how many developers and companies have already used GitHub Copilot and how it's helping improve productivity and happiness.\" srcset=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=4800 4800w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=300 300w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=768 768w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=1024 1024w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=1536 1536w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=2048 2048w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Blog-Bento-Box-Metrics.png?w=3000 3000w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"text-mono color-fg-muted mt-14px f5-mktg\">Many developers and companies have already used GitHub Copilot, and it&#8217;s helping improve productivity and happiness.<\/figcaption><\/figure>\n<h2 id=\"a-new-ai-powered-developer-experience-%f0%9f%a7%91%f0%9f%92%bb\"><a class=\"heading-link\" href=\"#a-new-ai-powered-developer-experience-%f0%9f%a7%91%f0%9f%92%bb\">A new AI-powered developer experience \ud83e\uddd1\u200d\ud83d\udcbb<span class=\"heading-hash pl-2 text-italic text-bold\" aria-hidden=\"true\"><\/span><\/a><\/h2>\n<ul>\n<li><strong>A ChatGPT-like experience in your editor with GitHub Copilot Chat:<\/strong> We are bringing a chat interface to the editor that\u2019s focused on developer scenarios and natively integrates with VS Code and Visual Studio. This does far more than suggest code. GitHub Copilot Chat is not just a chat window. It recognizes what code a developer has typed, what error messages are shown, and it\u2019s deeply embedded into the IDE. A developer can get in-depth analysis and explanations of what code blocks are intended to do, generate unit tests, and even get proposed fixes to bugs.<\/li>\n<\/ul>\n<p>GitHub Copilot Chat builds upon the work that OpenAI and Microsoft have done with ChatGPT and the new Bing. It will also join our voice-to-code AI <a href=\"https:\/\/githubnext.com\/projects\/copilot-voice\/\">technology extension we previously demoed<\/a>, which we\u2019re now calling GitHub Copilot Voice, where developers can verbally give natural language prompts.<\/p>\n<p><a href=\"https:\/\/github.com\/github-copilot\/chat_waitlist_signup\">Sign up for the technical preview &gt;<\/a><\/p>\n<div style=\"width: 1920px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-70813-1\" width=\"1920\" height=\"1080\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/01-Copilot-Chat-Debug-Blog.mp4#t=0.001?_=1\" \/><a href=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/01-Copilot-Chat-Debug-Blog.mp4#t=0.001\">https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/01-Copilot-Chat-Debug-Blog.mp4#t=0.001<\/a><\/video><\/div>\n<ul>\n<li><strong>Copilot for Pull Requests:<\/strong> You can now sign up for a technical preview of <a href=\"https:\/\/githubnext.com\/projects\/copilot-for-pull-requests\">the first AI-generated descriptions for pull requests on GitHub<\/a>. This new functionality is powered by OpenAI\u2019s new GPT-4 model and adds support for AI-powered tags in pull request descriptions through a GitHub app that organization admins and individual repository owners can install. These tags are automatically filled out by GitHub Copilot based on the changed code. Developers can then review or modify the suggested description.<\/li>\n<\/ul>\n<p><a href=\"https:\/\/copilot4prs.githubnext.com\/login\">Enroll your repository in the technical preview &gt;<\/a><\/p>\n<div style=\"width: 1920px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-70813-2\" width=\"1920\" height=\"1080\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/02-Copilot-for-PRs-Ghost-Text-Blog.mp4#t=0.001?_=2\" \/><a href=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/02-Copilot-for-PRs-Ghost-Text-Blog.mp4#t=0.001\">https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/02-Copilot-for-PRs-Ghost-Text-Blog.mp4#t=0.001<\/a><\/video><\/div>\n<p><strong>This is just the first step we\u2019re taking to rethink how pull requests work on GitHub.<\/strong> We\u2019re testing new capabilities internally where <a href=\"https:\/\/githubnext.com\/projects\/copilot-for-pull-requests\/#ghost-text\">GitHub Copilot will automatically suggest sentences and paragraphs as developers create pull requests<\/a> by dynamically pulling in information about code changes.<\/p>\n<p>We are also preparing a new feature where <strong><a href=\"https:\/\/githubnext.com\/projects\/copilot-for-pull-requests\/#gentest\">GitHub Copilot will automatically warn developers if they\u2019re missing sufficient testing for a pull request and then suggest potential tests<\/a><\/strong> that can be edited, accepted, or rejected based on a project\u2019s needs.<\/p>\n<div style=\"width: 1920px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-70813-3\" width=\"1920\" height=\"1080\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/03-Copilot-for-PRs-Test-Generation-Blog.mp4#t=0.001?_=3\" \/><a href=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/03-Copilot-for-PRs-Test-Generation-Blog.mp4#t=0.001\">https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/03-Copilot-for-PRs-Test-Generation-Blog.mp4#t=0.001<\/a><\/video><\/div>\n<p>This complements our efforts with GitHub Copilot Chat where developers can ask GitHub Copilot to generate tests right from their editor\u2014so, in the event a developer may not have sufficient test coverage, GitHub Copilot will alert them once they submit a pull request. It will also help project owners to set policies around testing, while supporting developers to meet these policies.<\/p>\n<ul>\n<li><strong>Get AI-generated answers about documentation:<\/strong> We are launching GitHub Copilot for Docs, an experimental tool that uses a chat interface to provide users with AI-generated responses to questions about documentation\u2014including questions developers have about the languages, frameworks, and technologies they\u2019re using. We\u2019re starting with documentation for <a href=\"https:\/\/react.dev\">React<\/a>, <a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/?product=popular\">Azure Docs<\/a>, and <a href=\"https:\/\/developer.mozilla.org\/\">MDN<\/a>, so we can learn and iterate quickly with the developers and users of these projects.<\/li>\n<\/ul>\n<div style=\"width: 1920px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-70813-4\" width=\"1920\" height=\"1080\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/04-Copilot-for-Docs-Blog-1.mp4#t=0.001?_=4\" \/><a href=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/04-Copilot-for-Docs-Blog-1.mp4#t=0.001\">https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/04-Copilot-for-Docs-Blog-1.mp4#t=0.001<\/a><\/video><\/div>\n<p><a href=\"https:\/\/githubnext.com\/projects\/copilot-for-docs\">Join the waitlist &gt;<\/a><\/p>\n<p><strong>We\u2019re also working to bring this functionality to any organization\u2019s repositories and internal documentation<\/strong>\u2014so any developer can ask questions via a ChatGPT-like interface about documentation, idiomatic code, or in-house software in their organization and get instant answers.<\/p>\n<p>We know that the benefits of a conversational interface are immense, and we are working to enable semantic understanding of the entirety of GitHub across public and private knowledge bases to better personalize GitHub Copilot\u2019s answers for organizations, teams, companies, and individual developers alike based on their codebase and documentation.<\/p>\n<p>Moving forward, we are exploring the best ways to index resources beyond documentation such as issues, pull requests, discussions, and wikis to give developers everything they need to answer technical questions.<\/p>\n<aside class=\"p-4 p-md-6 post-aside--large\"><p class=\"h5-mktg gh-aside-title\">Powered by OpenAI\u2019s new GPT-4 model<\/p><\/p>\n<p><strong>Our work to rethink pull requests and documentation is powered by OpenAI\u2019s newly released GPT-4 AI model. <\/strong><\/p>\n<p>Even though this model was just released, we\u2019re already seeing significant gains in logical reasoning and code generation. <a href=\"https:\/\/openai.com\/product\/gpt-4\">With GPT-4<\/a>, the state of AI is beginning to catch up with our ambition to create an AI pair programmer that assists with every development task at every point in the developer experience.<\/p>\n<p>Moreover, it\u2019s helping GitHub Copilot understand more of a developer\u2019s codebase to offer more tailored suggestions in PRs and better summations of documentation.<\/p>\n<\/aside>\n<ul>\n<li><strong>Copilot for the command line interface (CLI):<\/strong> Next to the editor and pull request, the terminal is the place where developers spend the most time. But even the most proficient developers need to scroll through many pages to remember the precise syntax of many commands. This is why we are launching <a href=\"https:\/\/githubnext.com\/projects\/copilot-cli\/\">GitHub Copilot CLI<\/a>. It can compose commands and loops, and throw around obscure find flags to satisfy your query.<\/li>\n<\/ul>\n<p><a href=\"https:\/\/githubnext.com\/projects\/copilot-cli\/\">Join the waitlist &gt;<\/a><\/p>\n<figure id=\"attachment_70866\"  class=\"wp-caption aligncenter mx-0\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"3024\" height=\"1890\" loading=\"lazy\" class=\"width-fit width-fit wp-image-70866 size-large\" src=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=1024&#038;resize=3024%2C1890\" alt=\"A demo of GitHub Copilot for CLI.\" srcset=\"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=3024 3024w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=300 300w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=768 768w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=1024 1024w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=1536 1536w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=2048 2048w, https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Copilot-CLI-1.png?w=288 288w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"text-mono color-fg-muted mt-14px f5-mktg\">A demo of GitHub Copilot for CLI.<\/figcaption><\/figure>\n<h2 id=\"lets-build-from-here-%f0%9f%9a%80\"><a class=\"heading-link\" href=\"#lets-build-from-here-%f0%9f%9a%80\">Let\u2019s build from here \ud83d\ude80<span class=\"heading-hash pl-2 text-italic text-bold\" aria-hidden=\"true\"><\/span><\/a><\/h2>\n<p>From reading docs to writing code to submitting pull requests and beyond, we\u2019re working to personalize GitHub Copilot for every team, project, and repository it\u2019s used in, creating a radically improved software development lifecycle. Together with <a href=\"https:\/\/blogs.microsoft.com\/blog\/2023\/03\/16\/introducing-microsoft-365-copilot-your-copilot-for-work\/\">Microsoft\u2019s knowledge model<\/a>, we will harness the reservoir of data and insights that exist in every organization, to strengthen the connection between all workers and developers, so every idea can go from code to reality without friction. At the same time, we will continue to innovate and update the heart of GitHub Copilot\u2014the AI pair programmer that started it all.<\/p>\n<p>GitHub Copilot X is on the horizon, and with it a new generation of more productive, fulfilled, and happy developers who will ship better software for everyone. So\u2014let\u2019s build from here.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>GitHub Copilot is evolving to bring chat and voice interfaces, support pull requests, answer questions on docs, and adopt OpenAI\u2019s GPT-4 for a more personalized developer experience.<\/p>\n","protected":false},"author":1931,"featured_media":70910,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_gh_post_show_toc":"no","_gh_post_is_no_robots":"no","_gh_post_is_featured":"no","_gh_post_is_excluded":"no","_gh_post_is_unlisted":"no","_gh_post_related_link_1":"","_gh_post_related_link_2":"","_gh_post_related_link_3":"","_gh_post_sq_img":"https:\/\/github.blog\/wp-content\/uploads\/2023\/03\/Hero-Square_LightMode-1.png","_gh_post_sq_img_id":"70861","_gh_post_cta_title":"","_gh_post_cta_text":"","_gh_post_cta_link":"","_gh_post_cta_button":"Click Here to Learn More","_gh_post_recirc_hide":"no","_gh_post_recirc_col_1":"gh-auto-select","_gh_post_recirc_col_2":"70306","_gh_post_recirc_col_3":"65303","_gh_post_recirc_col_4":"65316","_featured_video":"","_gh_post_additional_query_params":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"_links_to":"","_links_to_target":""},"categories":[3321,3325],"tags":[2837,2535],"coauthors":[2133],"class_list":["post-70813","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-insights","category-product-news","tag-ai","tag-github-copilot"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - 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